Blog - notes on agents, diffusion and production ML

Essays on AI agents, knowledge systems and machine learning in production. Also published on Habr as @Sonia_Black.

Elsewhere on this site

• Home - who I am and what I build
• CV - roles, dates, stack
• Happyin.ai - on-device retouching models and a C++ Photoshop plugin
• mashinki - automated car-photo pipeline for dealerships
• OIS.Gold - jewellery retouching at scale
• Glam.ai - production AI features for 4M+ users
• @wowfaceaibot - per-user LoRA photo bot on Telegram
• happyin.space - 820+ articles structured for AI agents
• codex-claude-code-config - a rulebook for coding agents
• mclaude - multi-session coordination for Claude Code
• Blog - essays on agents, diffusion and production ML
• AGENTS.md - the machine-readable version of all of this

Anastasiia Butova - ML engineer, Belgrade, Serbia. Email [email protected] · LinkedIn · GitHub · Telegram · Hugging Face